d2l-en VS petastorm

Compare d2l-en vs petastorm and see what are their differences.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (by d2l-ai)

petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code. (by uber)
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d2l-en petastorm
6 2
22,504 1,766
2.3% 0.4%
7.2 3.7
12 days ago 8 months ago
Python Python
GNU General Public License v3.0 or later Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

d2l-en

Posts with mentions or reviews of d2l-en. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-10.

petastorm

Posts with mentions or reviews of petastorm. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing d2l-en and petastorm you can also consider the following projects:

Pytorch-UNet - PyTorch implementation of the U-Net for image semantic segmentation with high quality images

horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

DeepADoTS - Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]

TF-Watcher - Monitor your ML jobs on mobile devices📱, especially for Google Colab / Kaggle

best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

99-ML-Learning-Projects - A list of 99 machine learning projects for anyone interested to learn from coding and building projects

nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

imbalanced-regression - [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

jina - ☁️ Build multimodal AI applications with cloud-native stack

einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

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www.scoutapm.com
featured
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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